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The modified beta transmuted family of distributions with applications using the exponential distribution.

Authors :
Awodutire, Phillip Oluwatobi
Balogun, Oluwafemi Samson
Olapade, Akintayo Kehinde
Nduka, Ethelbert Chinaka
Source :
PLoS ONE. 11/18/2021, Vol. 16 Issue 11, p1-25. 25p.
Publication Year :
2021

Abstract

In this work, a new family of distributions, which extends the Beta transmuted family, was obtained, called the Modified Beta Transmuted Family of distribution. This derived family has the Beta Family of Distribution and the Transmuted family of distribution as subfamilies. The Modified beta transmuted frechet, modified beta transmuted exponential, modified beta transmuted gompertz and modified beta transmuted lindley were obtained as special cases. The analytical expressions were studied for some statistical properties of the derived family of distribution which includes the moments, moments generating function and order statistics. The estimates of the parameters of the family were obtained using the maximum likelihood estimation method. Using the exponential distribution as a baseline for the family distribution, the resulting distribution (modified beta transmuted exponential distribution) was studied and its properties. The modified beta transmuted exponential distribution was applied to a real life time data to assess its flexibility in which the results shows a better fit when compared to some competitive models. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
16
Issue :
11
Database :
Academic Search Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
153656322
Full Text :
https://doi.org/10.1371/journal.pone.0258512